The Data Incubator is an intensive six-week bootcamp that prepares postdocs and PhDs in STEM + social science fields seeking industry careers as data scientists. It identifies fellows who already have the 90% difficult-to-learn skills and equips them with the last 10%: the tools and technology stack that make them self-sufficient, strong, productive contributors. The program is free and housing support is available.